自適應(yīng)信號處理

第一章 緒論                  
 1·1自適應(yīng)濾波                  
 1·2自適應(yīng)濾波理論與算法                  
 1·3自適應(yīng)信號處理技術(shù)的應(yīng)用                  
 1·4自適應(yīng)信號處理的研究內(nèi)容                  
 1·5本書內(nèi)容安排                  
 參考文獻(xiàn)                  
 第二章 自適應(yīng)最小均方橫向?yàn)V波器                  
 2·1引言                  
 2·2最陡下降法                  
 2·3最小均方算法                  
 2·4LMS牛頓算法                  
 2·5歸一化LMS算法                  
 2·6變換域LMS算法                  
 2·7頻域LMS自適應(yīng)濾波器                  
 2·8分塊LMS自適應(yīng)濾波器                  
 2·9快速截?cái)鄶?shù)據(jù)LMS算法                  
 2·10最小高階均方(LMK)算法                  
 2·11QR分解LMS算法                  
 參考文獻(xiàn)                  
 第三章 自適應(yīng)RLS橫向?yàn)V波器                  
 3·1引言                  
 3·2最小二乘法濾波原理及性質(zhì)                  
 3·3遞歸最小二乘算法                  
 3·4快速卡爾曼濾波算法                  
 3·5快速后驗(yàn)誤差時序技術(shù)                  
 3·6快速橫向?yàn)V波器(FTF)算法                  
 3·7分塊處理FTF自適應(yīng)濾波算法                  
 3·8分塊時序最小二乘算法                  
 3·9階數(shù)遞歸最小二乘算法                  
 3·10快速Q(mào)R分解自適應(yīng)算法                  
 參考文獻(xiàn)                  
 第四章 自適應(yīng)格型濾波器                  
 4·1引言                  
 4·2格型遞歸算法                  
 4·3格型濾波器的基本結(jié)構(gòu)                  
 4·4基于伯格公式的自適應(yīng)格型算法                  
 4·5自適應(yīng)統(tǒng)計(jì)梯度格型算法                  
 4·6自適應(yīng)RLS格型算法                  
 4·7自適應(yīng)歸一化格型算法                  
 4·8自適應(yīng)QR分解格型算法                  
 4·9自適應(yīng)格型聯(lián)合處理器                  
 4·10自適應(yīng)拉格里格型濾波器                  
 參考文獻(xiàn)                  
 第五章 自適應(yīng)遞歸濾波器                  
 5·1引言                  
 5·2方程誤差結(jié)構(gòu)形式自適應(yīng)IIR濾波器                  
 5·3輸出誤差結(jié)構(gòu)形式自適應(yīng)IIR濾波器                  
 5·4自適應(yīng)遞歸高斯-牛頓算法                  
 5·5自適應(yīng)遞歸濾波器LMS算法                  
 5·6自適應(yīng)遞歸預(yù)測誤差算法                  
 5·7自適應(yīng)偽線性回歸算法                  
 5·8自適應(yīng)遞歸濾波并行結(jié)構(gòu)算法                  
 5·9超穩(wěn)定自適應(yīng)遞歸濾波器                  
 5·10自適應(yīng)IIR格型濾波器                  
 5·11自適應(yīng)IIR濾波進(jìn)化規(guī)劃算法                  
 參考文獻(xiàn)                  
 第六章 自適應(yīng)譜線增強(qiáng)與譜估計(jì)                  
 6·1引言                  
 6·2自適應(yīng)譜線增強(qiáng)                  
 6·3自適應(yīng)最大熵譜估計(jì)                  
 6·4ARMA譜估計(jì)輔助變量法                  
 6·5自適應(yīng)皮薩蘭柯諧波分析                  
 6·6自適應(yīng)共軛梯度法                  
 6·7Gram-Schmidt諧波恢復(fù)法                  
 6·8自適應(yīng)特征子空間算法                  
 6·9快速特征分解譜估計(jì)法                  
 6·10自適應(yīng)卡爾曼譜估計(jì)法                  
 參考文獻(xiàn)                  
 第七章 自適應(yīng)噪聲干擾抵消器                  
 7·1引言                  
 7·2自適應(yīng)噪聲抵消方法                  
 7·3自適應(yīng)濾波抵消信號                  
 7·4多參考自適應(yīng)噪聲抵消器                  
 7·5自適應(yīng)回波抵消器                  
 7·6自適應(yīng)組合濾波噪聲抵消器                  
 7·7自適應(yīng)變換域/頻域噪聲抵消器                  
 7·8自適應(yīng)寬帶干擾時變抵消法                  
 參考文獻(xiàn)                  
 第八章 自適應(yīng)均衡器                  
 8·1引言                  
 8·2自適應(yīng)最小均方誤差均衡器                  
 8·3自適應(yīng)常模量均衡算法                  
 8·4自適應(yīng)遞歸最小二乘均衡器                  
 8·5自適應(yīng)格型最小二乘均衡算法                  
 8·6自適應(yīng)平方根遞歸最小二乘均衡算法                  
 8·7自適應(yīng)滑動窗遞歸最小二乘均衡算法                  
 8·8盲自適應(yīng)均衡算法                  
 參考文獻(xiàn)                  
 第九章 自適應(yīng)陣列處理與波束形成                  
 9·1引言                  
 9·2自適應(yīng)陣列波束形成方法                  
 9·3隨機(jī)加權(quán)組合的自適應(yīng)波束形成器                  
 9·4利用裂相變換的自適應(yīng)波束形成器                  
 9·5盲自適應(yīng)波束形成方法                  
 9·6盲最小方差SCORE波束形成算法                  
 9·7盲周期平穩(wěn)自適應(yīng)波束形成算法                  
 9·8盲遞歸最小二乘波束形成算法                  
 9·9盲特征空間魯棒波束形成算法                  
 9·10基于特征結(jié)構(gòu)提取的盲波束形成算法                  
 參考文獻(xiàn)                  
 第十章 自適應(yīng)神經(jīng)信息處理                  
 10·1引言                  
 10·2自適應(yīng)神經(jīng)元模型                  
 10·3自適應(yīng)神經(jīng)網(wǎng)絡(luò)                  
 10·4自適應(yīng)神經(jīng)濾波器                  
 10·5自適應(yīng)神經(jīng)非線性濾波器                  
 10·6自適應(yīng)神經(jīng)多徑時延估計(jì)                  
 10·7自適應(yīng)神經(jīng)盲信源分離法                  
 10·8自適應(yīng)神經(jīng)盲均衡方法                  
 10·9自適應(yīng)神經(jīng)盲波束形成                  
 10·10自適應(yīng)神經(jīng)模糊進(jìn)化計(jì)算                  
 附錄 正交Oja算法等自然梯度更新公式                  
 參考文獻(xiàn)